Papers by Pegah Alipoor
Variants of Vector Space Reductions for Predicting the Compositionality of English Noun Compounds (2020.lrec-1)
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| Challenge: | Existing approaches to predict the degree of compositionality of noun compounds are based on comparing compounds and their constituents within a vector space and using distributional similarity as a proxy to predict their degree of semantic relatedness. |
| Approach: | They propose to use distributional similarity as a proxy to predict the semantic relatedness between the compounds and their constituents as the compound’s degree of compositionality. |
| Outcome: | The proposed methods are most successful and stable in terms of dimensionality and part-of-speech reductions. |